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Automatic determination method and system of design wind speed based on artificial intelligence

机译:基于人工智能的设计风速自动确定方法及系统

摘要

The present invention relates to a method and system for automatically calculating an artificial intelligence (AI)-based design wind speed, which are capable of economically designing a structure by quickly and accurately calculating the design wind speed at a target point through relationship learning between the design target point and a neighboring weather observation station by AI. The method for automatically calculating an AI-based design wind speed comprises: a data preprocessing step (a) of selecting a certain observation station as a reference observation station (S), selecting a plurality of observation stations located around the reference observation station as neighboring stations (P_n), and collecting wind speed and wind direction data of the reference observation station and the neighboring observation stations and geographic information element data of an area between the reference observation station and the neighboring observation stations; a learning step (b) of combining the geographic information element data through AI learning in order to identify geographic information between two points, and generating a wind speed impact model, a relationship between the geographic information and a wind speed ratio among the observation stations; an expected wind speed calculating step (c) of selecting at least one observation station located around the target point (O) where a building to be designed is located, as a basic observation station (P′_n), and calculating an expected wind speed at the target point from the wind speed impact model based on the geographic information identified by the geographic information element data of the area between the target point and the basic observation station, and wind speed data of the basic observation station; and a design wind speed calculating step (d) of calculating a design wind speed for a reproduction cycle set from an expected wind speed material of the target point.
机译:自动计算基于人工智能的设计风速的方法和系统技术领域本发明涉及一种用于自动计算基于人工智能的设计风速的方法和系统,其能够通过在目标点之间的关系学习快速而准确地计算设计风速来经济地设计结构。由AI设计目标点和邻近的气象观测站。用于自动计算基于AI的设计风速的方法包括:数据预处理步骤(a),选择某个观测站作为参考观测站(S),选择位于参考观测站周围的多个观测站作为相邻观测站站(P_n),收集参考观测站和邻近观测站的风速和风向数据以及参考观测站和邻近观测站之间的区域的地理信息元素数据;学习步骤(b),通过人工智能学习将地理信息元素数据进行组合,以识别两点之间的地理信息,并生成风速影响模型,地理信息与观测站之间的风速比之间的关系;预期风速计算步骤(c),选择至少一个位于要设计建筑物所在的目标点(O)周围的观测站作为基本观测站(P'_n),并计算预期风速根据目标点与基础观测站之间区域的地理信息元数据标识的地理信息,从风速影响模型中获取目标点;以及基础观测站的风速数据;设计风速计算步骤(d),其根据目标点的期望风速材料来计算针对所设定的再现周期的设计风速。

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